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Sai Ravela
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2020 – today
- 2023
- [j4]Ziwei Li
, Sai Ravela
Neural Networks as Geometric Chaotic Maps. IEEE Trans. Neural Networks Learn. Syst. 34(1): 527-533 (2023) - [i14]Thelonious Cooper, Sai Ravela:
A Stochastic Compound Failure Model for Testing Resilience of Autonomous Fixed-Wing Aircraft I: Formulation and Simulation. CoRR abs/2305.08262 (2023) - [i13]Erina Yamaguchi, Sai Ravela:
Multirotor Ensemble Model Predictive Control I: Simulation Experiments. CoRR abs/2305.12625 (2023) - 2022
- [c17]Anamitra Saha, Joaquín Salas, Sai Ravela:
Dynamic Data-Driven Downscaling to Quantify Extreme Rainfall and Flood Loss Risk. DDDAS 2022: 417-424 - [i12]Anamitra Saha, Sai Ravela:
Downscaling Extreme Rainfall Using Physical-Statistical Generative Adversarial Learning. CoRR abs/2212.01446 (2022) - [i11]Joaquín Salas
Learning Inter-Annual Flood Loss Risk Models From Historical Flood Insurance Claims and Extreme Rainfall Data. CoRR abs/2212.08660 (2022) - 2021
- [c16]Ankit Goel, Juan Augusto Paredes
Experimental Implementation of an Adaptive Digital Autopilot. ACC 2021: 3737-3742 - [i10]Margaret Trautner, Ziwei Li, Sai Ravela:
Learn Like The Pro: Norms from Theory to Size Neural Computation. CoRR abs/2106.11409 (2021) - [i9]Joonghyun Lee, John Spencer, Juan Augusto Paredes, Sai Ravela, Dennis S. Bernstein, Ankit Goel:
An Adaptive Digital Autopilot for Fixed-Wing Aircraft with Actuator Faults. CoRR abs/2110.11390 (2021) - 2020
- [c15]Margaret Trautner, Gabriel B. Margolis, Sai Ravela:
Informative Ensemble Kalman Learning for Neural Structure. DDDAS 2020: 191-199 - [e3]Frederica Darema
Dynamic Data Driven Applications Systems - Third International Conference, DDDAS 2020, Boston, MA, USA, October 2-4, 2020, Proceedings. Lecture Notes in Computer Science 12312, Springer 2020, ISBN 978-3-030-61724-0 [contents] - [i8]Kshitij Bakliwal, Sai Ravela:
The Sloop System for Individual Animal Identification with Deep Learning. CoRR abs/2003.00559 (2020) - [i7]Ankit Goel, Abdulazeez Mohammed Salim, Ahmad Ansari, Sai Ravela, Dennis S. Bernstein:
Adaptive Digital PID Control of a Quadcopter with Unknown Dynamics. CoRR abs/2006.00416 (2020) - [i6]Nishant Yadav, Sai Ravela, Auroop R. Ganguly:
Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling. CoRR abs/2008.05590 (2020) - [i5]Margaret Trautner, Gabriel B. Margolis, Sai Ravela:
Informative Neural Ensemble Kalman Learning. CoRR abs/2008.09915 (2020) - [i4]Ankit Goel, Juan Augusto Paredes, Harshil Dadhaniya, Syed Aseem Ul Islam, Abdulazeez Mohammed Salim, Sai Ravela, Dennis S. Bernstein:
Experimental Implementation of an Adaptive Digital Autopilot. CoRR abs/2012.02896 (2020)
2010 – 2019
- 2019
- [j3]Yolanda Gil
Intelligent systems for geosciences: an essential research agenda. Commun. ACM 62(1): 76-84 (2019) - [j2]Anuj Karpatne
Machine Learning for the Geosciences: Challenges and Opportunities. IEEE Trans. Knowl. Data Eng. 31(8): 1544-1554 (2019) - [i3]Margaret Trautner, Sai Ravela:
Neural Integration of Continuous Dynamics. CoRR abs/1911.10309 (2019) - [i2]Ziwei Li, Sai Ravela:
On Neural Learnability of Chaotic Dynamics. CoRR abs/1912.05081 (2019) - 2018
- [p2]Sai Ravela:
Tractable Non-Gaussian Representations in Dynamic Data Driven Coherent Fluid Mapping. Handbook of Dynamic Data Driven Applications Systems 2018: 29-46 - [p1]Erik Blasch, Sai Ravela, Alex Aved
DDDAS: The Way Forward. Handbook of Dynamic Data Driven Applications Systems 2018: 723-731 - [e2]Erik Blasch, Sai Ravela, Alex Aved
Handbook of Dynamic Data Driven Applications Systems. Springer 2018, ISBN 978-3-319-95503-2 [contents] - 2017
- [i1]Anuj Karpatne, Imme Ebert-Uphoff, Sai Ravela, Hassan Ali Babaie, Vipin Kumar:
Machine Learning for the Geosciences: Challenges and Opportunities. CoRR abs/1711.04708 (2017) - 2015
- [j1]James Duyck, Chelsea Finn
Sloop: A pattern retrieval engine for individual animal identification. Pattern Recognit. 48(4): 1059-1073 (2015) - [c14]Sai Ravela:
Dynamic Data-driven Deformable Reduced Models for Coherent Fluids1. ICCS 2015: 2464-2473 - [e1]Sai Ravela, Adrian Sandu:
Dynamic Data-Driven Environmental Systems Science - First International Conference, DyDESS 2014, Cambridge, MA, USA, November 5-7, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8964, Springer 2015, ISBN 978-3-319-25137-0 [contents] - 2014
- [c13]Piyush Tagade, Sai Ravela:
On a quadratic information measure for data assimilation. ACC 2014: 598-603 - [c12]Sai Ravela:
Statistical Inference for Coherent Fluids. DyDESS 2014: 121-133 - [c11]Hansjörg Seybold, Sai Ravela, Piyush Tagade:
Ensemble Learning in Non-Gaussian Data Assimilation. DyDESS 2014: 227-238 - [c10]Piyush Tagade, Hansjörg Seybold, Sai Ravela:
Mixture Ensembles for Data Assimilation in Dynamic Data-driven Environmental Systems. ICCS 2014: 1266-1276 - [c9]Chelsea Finn, James Duyck, Andy Hutcheon, Pablo Vera
Relevance Feedback in Biometric Retrieval of Animal Photographs. MCPR 2014: 281-290 - [c8]Sai Ravela:
Spatial inference for coherent geophysical fluids by appearance and geometry. WACV 2014: 925-932 - 2013
- [c7]Sai Ravela, James Duyck, Chelsea Finn:
Vision-Based Biometrics for Conservation. MCPR 2013: 10-19
2000 – 2009
- 2009
- [c6]Christopher M. Yang, Sai Ravela:
Deformation invariant image matching by spectrally controlled diffeomorphic alignment. ICCV 2009: 1303-1310 - 2008
- [c5]Sai Ravela, John Marshall, Christopher Hill, Andrew Wong, Scott Stransky:
Tracking rotating fluids in realtime using snapshots. CVPR 2008 - [c4]Elizabeth A. Basha, Sai Ravela, Daniela Rus:
Model-based monitoring for early warning flood detection. SenSys 2008: 295-308 - 2007
- [c3]Sai Ravela:
Two Extensions of Data Assimilation by Field Alignment. International Conference on Computational Science (1) 2007: 1147-1154 - [c2]Sai Ravela, John Marshall, Christopher Hill, Andrew Wong, Scott Stransky:
A Realtime Observatory for Laboratory Simulation of Planetary Circulation. International Conference on Computational Science (1) 2007: 1155-1162 - 2006
- [c1]Sai Ravela:
Amplitude-Position Formulation of Data Assimilation. International Conference on Computational Science (3) 2006: 497-505
Coauthor Index
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last updated on 2024-08-05 20:23 CEST by the dblp team
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